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API & Intelligence Reference

API & Intelligence Reference

MUTO exposes product interfaces for the AI Agent together with structured BNB Intelligence endpoints used by the application. The original Agent interface remains part of the ecosystem, while the Intelligence layer extends it with direct on-chain context from BNB Chain and PancakeSwap.

Architecture
Agent Interfaces → BNB Chain → DEX Activity → Tokens → Wallets → Relationships → AI Interpretation

MUTO Agent Interfaces

These are the original public interfaces for accessing MUTO and describing the Agent to external systems.

Agent Metadata Structure

{ "name": "MUTO AI", "description": "AI-powered crypto assistant on BNB Chain", "capabilities": [ "token analysis", "top holders tracking", "market insights", "trend detection", "smart alerts" ], "interfaces": [ "web", "telegram", "api" ] }
The metadata block is retained for compatibility with the original MUTO Agent interface. The live product has since expanded with the BNB Intelligence data layer described below.

BNB Intelligence API

These endpoints power MUTO’s current on-chain intelligence layer. They expose observational network, DEX, token and wallet activity for the application and future Agent integrations.

Chain Intelligence

GET /api/bnb-intelligence/overview

Recent BNB Chain activity including transaction throughput, wallet activity, contract interactions, transferred BNB, gas conditions and rolling network context.

PancakeSwap Intelligence

GET /api/bnb-intelligence/dex/pancakeswap

Observed PancakeSwap router and factory activity across the sampled BNB Chain window.

GET /api/bnb-intelligence/dex/pancakeswap/flow

Decoded swap-event flow including traders, active pools, estimated quote-side volume and directional flow where evidence is available.

GET /api/bnb-intelligence/dex/pancakeswap/anomalies

Activity deviations measured against rolling DEX baselines, including global and pool-level signals.

Token Intelligence

GET /api/bnb-intelligence/token-radar

Ranks observed token activity using swap volume, traders, swap count, directional evidence and rolling activity acceleration.

Wallet Intelligence

GET /api/bnb-intelligence/wallets

Observed wallets interacting through decoded PancakeSwap activity in the current collection window.

GET /api/bnb-intelligence/wallets/:address

Detailed activity view for a specific observed wallet.

GET /api/bnb-intelligence/wallet-profiles

Descriptive wallet behavior profiles measured against rolling observations.

GET /api/bnb-intelligence/wallet-profile/:address

Behavior profile and observed context for a specific wallet.

GET /api/bnb-intelligence/multi-wallet-activity

Detects multiple distinct wallets interacting with the same token and identifies temporally synchronized activity without assuming common ownership or coordination.

Data Semantics

OBSERVATIONAL INTELLIGENCE
API outputs describe activity observed by MUTO. Coverage can vary with the sample window, RPC availability, route decoding, token metadata resolution and quote-side pricing evidence. Activity labels are descriptive and are not investment recommendations, profitability classifications or token safety ratings.

Product Interfaces

// Developer note
Consumers should handle bootstrap and calibration states, incomplete pricing and directional coverage explicitly instead of interpreting missing evidence as zero activity. New relationship and Agent integration endpoints can be added as the intelligence architecture evolves.
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MUTO AI Ecosystem // BNB Chain Intelligence © 2026